GITNUXSOFTWARE REVIEW
Automotive ServicesTop 10 Best Automotive Service Department Software of 2026
Compare automotive service department software options like Tekmetric, Shopmonkey, and Mitchell 1 Manager SE for service teams evaluating tools and fit.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
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Framework: Features 40% · Ease 30% · Value 30%
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Tekmetric is the best pick for multi-bay independent shops that need one inspection-to-approval record because its workflow links technician media, recommended work, estimate lines, and customer authorization into the same approval trail, whereas Mitchell 1 Manager SE fits Mitchell-centered teams since its RO lifecycle ties inspection capture and technician recommendations to write-up, updates, and time tracking.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Tekmetric
Inspection-to-approval workflow links technician media, recommended work, estimate lines, and customer authorization.
Best for: Fits when multi-bay independent shops need one record for inspections, estimates, approvals, and payments.
Shopmonkey
Editor pickBuilt-in inspection media capture that ties photos and recommendations directly into the repair order approval flow.
Best for: Fits when mid-size service teams need RO workflow control with inspection capture and technician execution.
Mitchell 1 Manager SE
Editor pickRO workflow ties inspection media capture to technician recommendations that flow into authorization and updates.
Best for: Fits when Mitchell-centered service teams need write-up, inspections, and time tracking tied to RO execution.
Comparison Table
Tekmetric
SMBCloud automotive repair software manages estimates, inspections, repair orders, scheduling, payments, and reporting.
Inspection-to-approval workflow links technician media, recommended work, estimate lines, and customer authorization.
Multi-bay shops can keep customer, vehicle, estimate, repair order, inspection, and payment records in one account. Technicians attach photos and videos to inspections, while advisors convert recommendations into estimate lines and request electronic approval. Managers receive reports for sales, technician productivity, declined work, and gross profit.
Factory repair-data coverage depends on external services, which limits native support for some dealer-oriented workflows. Tekmetric fits independent shops that need advisors, technicians, and customers to work from the same repair record during high-volume service operations.
- +Inspection photos and videos attach directly to recommended work.
- +Customer approvals connect directly to estimate review.
- +Multi-location reporting supports shop-level and group-level oversight.
- +Parts and accounting integrations reduce duplicate entry.
- –Factory repair-data coverage depends on external services.
- –Advanced workflow configuration requires deliberate administrator setup.
- –Reporting depth can vary by connected data source.
Independent multi-bay shops
Photo-backed repair recommendations
Higher approval visibility
Multi-location shop groups
Cross-shop performance reporting
Consistent operational oversight
Show 1 more scenario
Service advisors
Remote estimate approvals
Faster authorization decisions
Advisors send estimate details and inspection evidence for customer review before work begins.
Best for: Fits when multi-bay independent shops need one record for inspections, estimates, approvals, and payments.
Shopmonkey
SMBRepair shop software handles estimates, inspections, repair orders, scheduling, payments, and customer messaging.
Built-in inspection media capture that ties photos and recommendations directly into the repair order approval flow.
Shopmonkey is automotive service department software built around repair order workflow and technician task execution. It supports write-up and job card processes with inspection media capture, customer authorization, and digital signatures that feed downstream RO status.
It also focuses on integrations for DMS-driven repair orders and service communications, plus field-friendly automation for declined service and warranty-related tracking. For shops that need operational visibility across advisors and technicians, Shopmonkey centralizes status, labor entries, and follow-up events.
- +Repair order workflow keeps write-up, approvals, and status in one place
- +Inspection media capture supports multipoint write-ups without switching tools
- +Integration options support DMS repair order flow and service communication
- +Technician-focused job cards clarify next actions per vehicle
- –Automation rules require consistent process discipline to avoid RO status drift
- –Some advanced warranty and recall workflows depend on integration completeness
- –Reporting depth can lag when shops need cross-system operational KPIs
- –Complex parts and labor mapping can add setup time for multi-vendor inventories
Service advisors and recurring ops
Reference prior repairs during intake
Less repeated diagnosis
Tire shop service teams
Track inspections and tire recommendations
More consistent handling
Show 2 more scenarios
Service managers and advisors
Assign technicians to scheduled ROs
Coordinated technician workloads
Managers allocate appointments and active repairs to technicians while monitoring availability and reschedules.
Service advisors and estimators
Turn inspection media into estimates
Faster inspection handoff
Advisors convert photos, labor findings, and parts usage into customer-ready estimates with approval.
Best for: Fits when mid-size service teams need RO workflow control with inspection capture and technician execution.
Mitchell 1 Manager SE
vertical specialistRepair shop management software handles estimates, repair orders, scheduling, invoicing, and customer records.
RO workflow ties inspection media capture to technician recommendations that flow into authorization and updates.
Mitchell 1 Manager SE handles core service department workflows by supporting repair order writing, technician time tracking, and estimate authorization processes inside the Mitchell 1 ecosystem. The software integrates service data workflows that service teams rely on, including OEM-related reference content and structured labor operation guidance for RO completion.
Manager SE also supports inspection media capture and technician recommendations to convert workup inputs into authorized service actions. Admin controls and operational reporting center on shop execution, including throughput and declined service visibility tied to the write-up and RO lifecycle.
- +Write-up and RO lifecycle stays connected to time tracking and technician actions.
- +Inspection media capture feeds technician recommendations tied to the RO workflow.
- +Mitchell workflow support aligns with established labor operation code usage.
- +Operational reporting can be grounded in advisor and RO execution events.
- –Setup and maintenance of templates and workflow rules needs disciplined governance.
- –Some integrations depend on the broader Mitchell environment and module choices.
- –UI efficiency can drop when many RO variations and add-on steps are enabled.
- –API and automation surface is less transparent than software built around custom integrations.
Service advisors and technicians
Use vehicle records during write-ups
Less repeated entry
Service advisors and managers
Coordinate intake through job completion
Traceable job record
Show 2 more scenarios
Service writers and billing staff
Transfer approved work into billing
Reduced data reentry
Billing steps carry approved labor and parts detail from estimates into repair-order billing workflows.
Shop and service teams
Track preventive and corrective maintenance
Visible work-order status
Teams record equipment details and move work through maintenance work-order stages with visible status history.
Best for: Fits when Mitchell-centered service teams need write-up, inspections, and time tracking tied to RO execution.
AutoLeap
SMBAutomotive repair software provides estimates, inspections, repair orders, scheduling, invoicing, and customer communication.
Customer authorization and declined-service outcomes stay attached to each repair order for later follow-up.
AutoLeap is an automotive service department workflow system focused on lead-to-invoice execution inside the shop. The core center is repair order write-up support with technician assignment, digital inspection capture, and authorization steps tied to each RO.
- +Repair order workflow keeps write-up, authorization, and completion in one sequence
- +Digital inspection capture supports multipoint media collection for RO documentation
- +Declined service tracking ties customer decisions to later follow-up actions
- +Technician recommendations are recorded against the active work item
- –DMS and accounting integrations can require more configuration than teams expect
- –Some reporting requires consistent RO data entry to avoid gaps
Tire and wheel retailers
Create repeatable wheel service orders
More consistent tracking
Independent repair shops
Run one RO workflow to invoicing
Fewer handoffs
Show 2 more scenarios
Service advisors and repeat customers
Review past repairs before estimating
Faster context gathering
Advisors pull prior repairs and service records while preparing new estimates or scheduling appointments.
Service advisors and estimators
Build estimates from operations data
More consistent line items
Estimators create mechanical or collision estimates using vehicle-specific operations and labor-time references.
Best for: Fits when service teams want guided RO workflow with inspection capture and consistent authorization steps.
Matco Shop Management
SMBShop management solution integrating digital vehicle inspections, RO creation, parts ordering, and inventory management.
Matco Tools field-support alignment built into an automotive repair management workflow.
Matco Shop Management handles estimate creation, repair-order processing, customer approvals, invoicing, vehicle history, scheduling, and reporting from one cloud workspace. Digital vehicle inspections support technician findings with photos and recommendations that service advisors can present to customers. Technician time tracking and productivity reports give managers an operating view beyond invoice totals.
- +Matco Tools ecosystem alignment for automotive shop operators
- +Cloud workflow connects estimates, inspections, and invoices
- +Technician activity and productivity reporting
- +Built-in customer and vehicle history
- –Public API documentation is not readily available
- –Advanced multi-location governance is not clearly documented
- –OEM service-data depth is not clearly documented
Independent repair shops
Daily repair-order processing
Fewer disconnected front-counter steps
Multi-bay service departments
Technician performance review
Clearer productivity review
Show 1 more scenario
Matco-affiliated shops
Tool-supported shop administration
Consolidated vendor relationship
Existing Matco customers can pair shop administration with their established equipment-support relationship.
Best for: Fits when automotive shops want cloud administration aligned with Matco Tools support.
R.O. Writer
vertical specialistAutomotive shop software manages repair orders, estimates, scheduling, inventory, payments, and reporting.
Configurable repair-order workflow with custom fields, statuses, and approval stages for shop-specific operating procedures.
R.O. Writer supports estimates, repair orders, appointment scheduling, parts management, labor operations, invoicing, and reporting. Configurable statuses, custom fields, canned jobs, and approval steps let shops represent their own write-up and production processes. Accounting integrations and parts supplier connections reduce duplicate entry across operational systems.
- +Configurable statuses, fields, and approval stages support shop-specific repair workflows
- +Integrated estimating, parts ordering, scheduling, invoicing, and accounting connections
- +Canned jobs and labor operations reduce repetitive estimate entry
- +Detailed reports support technician productivity and shop performance reviews
- –Dense screens can increase onboarding time for new service advisors
- –Advanced reporting often requires deliberate setup and field standardization
- –Some service-information workflows depend on connected third-party systems
Multi-advisor repair shops
Coordinate estimates across service bays
More consistent job handoffs
Independent shop owners
Standardize recurring repair packages
Faster estimate preparation
Show 2 more scenarios
Service department managers
Review technician production data
Clearer productivity oversight
Operational reports connect repair activity with labor entries, job status, and department performance.
Parts-focused service teams
Manage estimate-to-order handoffs
Fewer duplicate entries
Parts catalog connections and order workflows keep required components linked to customer jobs.
Best for: Fits when established repair shops need configurable workflows across multiple advisors and service bays.
Fullbay
vertical specialistHeavy-duty repair software manages work orders, inspections, parts, inventory, billing, and fleet communication.
Advisor and technician workflows center on inspection media capture that travels through authorization and repair status updates.
Fullbay is an automotive service department system focused on inspection capture, review, and repair authorization workflows. The workflow is built around advisor-to-vehicle write-ups, technician recommendations, and media-backed documentation that stays attached to the repair order.
- +Inspection media stays linked to the repair write-up for cleaner authorization trails
- +Technician recommendations reduce back-and-forth during approval and write-up updates
- +Technician time tracking supports productivity reporting tied to job activity
- +Workflow configuration covers multi-step write-up, approval, and status changes
- –Deep automation depends on disciplined setup of workflow states and write-up requirements
- –API and integration documentation are less discoverable than core workflow tooling
- –RO-to-invoicing alignment requires careful mapping when syncing external systems
- –Some advanced reporting needs consistent job coding to stay trustworthy
Fleet managers and equipment teams
Reuse inspection history for diagnosis
More context for diagnosis
Warranty-focused service operations
Assemble claim records with evidence
More consistent claim files
Show 2 more scenarios
Repair shop advisors and ops managers
Manage appointments and repair progress
Fewer manual handoffs
Teams coordinate structured repair records with assignments and status around scheduled work.
Truck repair estimators and managers
Revise estimate lines during inspection
Better estimate control
Estimators update labor and parts decisions while retaining supporting documentation tied to the repair.
Best for: Fits when service teams need inspection-driven write-ups with media-backed authorization and role-based review.
Shop-Ware
SMBCloud shop-management software supports estimates, digital inspections, repair orders, workflow, and customer messaging.
Multipoint inspection with inspection media capture and technician recommendations is embedded into the RO workflow rather than managed as a separate module.
Shop-Ware pairs repair-order write-up with service workflows tied to shop operations, with an emphasis on appointment and service-lane processing. It supports multipoint inspection media capture and technician recommendation flows inside a single technician-facing and advisor-facing workflow.
- +Inspection media capture stays linked to the RO
- +Technician recommendations flow into write-up for faster authorization
- +Service-lane check-in supports structured intake steps
- +Appointment handling reduces manual handoffs between advisors
- –Integration depth with external DMS and accounting tools can be limited
- –RO templates require setup work to fit multi-department shops
- –Warranty and recall lookup coverage depends on connected data sources
- –Technician time tracking reports need consistent job coding to stay accurate
Service advisors and returning-vehicle shops
Pull mileage and repair history fast
Faster access to prior work
Shop managers and multi-bay workshops
Schedule work across bays and technicians
Shared view of capacity
Show 2 more scenarios
Technicians and inspection teams
Attach standardized inspection media
Evidence stays attached
Technicians record inspection findings with photos or videos attached to the vehicle and related job.
Tire shops and automotive service centers
Link fitment tires to repair orders
Fewer billing mismatches
Teams select tires by vehicle fitment and connect installation and tire charges to the repair order.
Best for: Fits when service departments want RO write-up plus inspection capture with disciplined internal workflows.
ALLDATA Manage Online
SMBCloud-based automotive shop management system with estimates, ROs, invoices, parts ordering, and digital inspections.
ALLDATA-linked service information and labor guidance tied directly into repair order decisions, reducing mismatches during authorization and documentation.
ALLDATA Manage Online supports dealer and multi-store service operations with repair order write-up workflows, parts and labor guidance, and service information lookups. It integrates tightly with ALLDATA data sources for estimating and service documentation workflows, which reduces time spent reconciling labor operation references and OEM service guidance.
- +Repair order write-up flow matches common service department documentation patterns.
- +Labor and service data guidance reduces rework from mismatched operation references.
- +Parts catalog driven lookups help advisors cite the right items during authorization.
- +Inspection and documentation steps stay attached to the repair record.
- –Workflow configuration requires disciplined setup to avoid inconsistent write-up outcomes.
- –Automation depth for customer communications depends on connected process steps.
- –Reporting granularity can lag specialized shop management needs for some KPIs.
- –Integration scope with non-ALLDATA vendor systems may require additional coordination.
Automotive service advisors
Review prior findings on return visits
Less retyping
Service writers and billing staff
Draft invoices from authorized work
Less conversion rework
Show 2 more scenarios
Service writers and advisors
Use guidance for vehicle-specific estimates
Fewer manual reference steps
Writers prepare estimates using vehicle identifiers with repair guidance plus parts and labor information.
Repair shop managers
Coordinate approvals and closeout
More traceable work
Managers coordinate intake, approvals, technician work, status changes, and closeout through one record.
Best for: Fits when a dealership or multi-store service department needs write-up discipline tied to OEM service data and documentation.
BayOS
SMBShop operating system with repair orders, digital inspections, payments, scheduling, inventory, and phone integration.
Multipoint inspection capture is built to carry the same findings through authorization and write-up completion, not just record storage.
BayOS targets automotive service departments with work-order and inspection workflows tied to dealer-facing operations. It centers on a write-up flow that supports multipoint inspection capture and technician recommendations, with structured authorization steps to reduce advisor-to-technician rework.
- +Inspection flow supports multipoint capture with consistent write-up linkage
- +Declined service tracking reduces missed follow-ups between visits
- +Technician recommendation steps help route approvals to service advisors
- +Operational reporting groups work progress into actionable shop views
- –DMS and shop-system integration requirements can limit deployments without strong middleware
- –Warranty claim processing coverage appears narrower than for top-tier DMS-connected suites
- –Extensibility depends on integration work rather than in-app workflow building
- –Media capture and authorization steps can add steps for high-throughput lanes
Service advisors in dealer operations
Capture multipoint inspection for each RO
Fewer advisor-to-technician rework loops
Service operations teams
Track declined services through completion
Declines tracked through cycle
Show 2 more scenarios
Dealer-facing service managers
Report on job status across the shop
Improved operational visibility
Managers track operational progress using reporting tied to RO execution and inspection inputs.
Technicians and service liaisons
Use structured authorization to reduce rework
Lower rework between roles
Structured authorization steps align technician recommendations with approved work tied to the RO lifecycle.
Best for: Fits when a service department needs structured inspection-to-approval workflows and tracking more than deep OEM automation.
Conclusion
After evaluating 10 automotive service department software, Tekmetric stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right Automotive Service Department Software
Automotive service department software manages the write-up workflow from inspection capture through customer authorization and repair order status updates. This guide covers Matco Shop Management, Tekmetric, and R.O. Writer along with eight additional options, including Shop-Ware, Mitchell 1 Manager SE, Shopmonkey, AutoLeap, Fullbay, ALLDATA Manage Online, and BayOS.
Matco Shop Management leads on cloud workflow alignment built around Matco Tools field support, while Tekmetric differentiates with an inspection-to-approval chain that keeps technician media, recommended work, estimate lines, and authorization attached. R.O. Writer stands out for a configurable repair-order workflow that adds custom fields, statuses, and approval stages when shops need their process encoded in the system.
Automotive Service Department Software for repair-order write-up, inspection capture, and authorization workflows
Automotive service department software runs the service lane workflow that turns an inspection into repair order decisions and customer authorization, with repair status updates that follow the same record. Systems like Shop-Ware embed multipoint inspection media capture directly into the repair order workflow so technician recommendations flow into write-up for authorization.
Tekmetric focuses on an inspection-to-approval workflow that links technician photos and videos to recommended work, estimate review, and customer authorization so the approval record stays tied to the inspection. Across these tools, buyers should verify how workflow states, approval stages, and inspection media linkage are implemented so the department can maintain audit trails across write-up, approval, and completion.
Match service-lane workflow fit to the platform’s workflow engine and automation surface
Service department software decisions should start with how the workflow engine treats inspection media, recommended work, estimate lines, and authorization as one record across write-up and approval. Tools that keep these elements attached reduce advisor rework and prevent authorization records from losing traceability.
The next step is choosing the workflow philosophy that matches shop operations. Some platforms encode their inspection-to-approval chain as a guided sequence, while others prioritize configurable repair-order states that require admin standardization to work cleanly.
Validate inspection-to-authorization linkage behavior across workflow states
Run the same RO through write-up, approval, and completion in Matco Shop Management or Tekmetric and confirm inspection media, recommended work, and estimate review remain attached to the authorization record. Test a scenario where recommended work is changed after media capture to confirm the workflow keeps the decision trail consistent.
Choose between guided approval sequencing and configurable approval stages
If the shop needs one inspection-driven sequence with minimal reconfiguration, compare Shopmonkey and AutoLeap because both keep inspection capture and authorization in the same repair order flow. If the shop needs shop-specific operating procedures, evaluate R.O. Writer because custom fields, statuses, and approval stages encode the department workflow.
Stress-test multipoint inspection coverage for your actual write-up style
For departments that use multipoint inspection with technician recommendations as the core write-up artifact, compare Shop-Ware and Shopmonkey because both embed inspection capture into the RO workflow rather than treating inspection as a separate module. Confirm multipoint media placement supports the same number of inspection points used on the shop floor so the approval step does not require copying notes.
Assess integration dependency levels for DMS and accounting workflows
If the team relies on existing DMS and accounting systems, compare Matco Shop Management with strong Matco Tools field alignment against AutoLeap or Shop-Ware where DMS and accounting integration can require more configuration work. Confirm how much manual mapping is required for repair order data to flow into estimating, parts ordering, invoicing, and accounting.
Measure admin overhead by role and workflow governance requirements
If multiple advisors and service bays share the same standardized process, evaluate whether template setup and workflow rules require ongoing governance discipline as seen in Mitchell 1 Manager SE. If the organization uses flexible workflow states, validate that reporting and workflow behavior in R.O. Writer stays consistent after field standardization.
Confirm declined service and follow-up visibility inside the RO record
If declined-service follow-up is tracked operationally, compare AutoLeap and BayOS because both keep declined outcomes tied to the RO lifecycle. Check whether the system surfaces the prior outcome when reopening or revisiting the same work so advisors can avoid repeating inspection notes.
Which automotive service teams match each workflow model
Automotive service department software fits best when the chosen workflow model matches how advisors and technicians already write up, approve, and document repairs. The tools in this list separate into groups by whether they prioritize a guided inspection-to-approval chain or a configurable repair-order engine that shops can tailor.
The best match depends on inspection media volume, approval steps, and how often teams change repair work after capturing technician recommendations.
Multi-bay independent shops standardizing inspection-to-authorization
Tekmetric keeps one record linking technician media, recommended work, estimate review, and customer authorization so approvals stay traceable across the service lane.
Established shops that need configurable approval stages for internal SOP
R.O. Writer supports custom fields, statuses, and approval stages so each advisor and service bay can follow shop-specific repair procedures without forcing a single generic workflow.
Service departments centered on multipoint inspections as the main write-up artifact
Shop-Ware and Shopmonkey embed multipoint inspection media capture and technician recommendations directly into the repair order workflow so the approval step uses the same linked evidence.
Teams that track follow-up using declined-service outcomes tied to the RO
AutoLeap attaches customer authorization and declined-service outcomes to each repair order so later follow-ups can reference the prior authorization decision.
Mitchell-centered service teams tying write-up to time tracking actions
Mitchell 1 Manager SE connects the RO lifecycle with time tracking and technician actions so inspections feed technician recommendations that drive authorization updates.
Common buying mistakes when selecting Automotive Service Department Software
Missteps usually come from treating inspection capture as a separate task instead of a workflow-bound record that must survive approval changes. Another common failure is assuming configuration effort is low when the workflow engine uses custom states and required fields.
These tools differ in how much admin discipline they need, so the wrong selection can create RO status drift, inconsistent reporting, or authorization trails that do not match the inspection media captured.
Choosing based on inspection media features without verifying the authorization trail stays attached
Test a full write-up cycle in Tekmetric or Fullbay and confirm inspection photos and videos remain linked to the authorization record after estimate review and repair status updates.
Underestimating workflow configuration effort for multi-advisor operations
If R.O. Writer or Shopmonkey is selected for its configurable states, standardize required fields and workflow states early to prevent RO status drift and inconsistent reporting.
Assuming DMS and accounting integration will work without mapping and governance
Validate integration depth with the planned DMS and accounting systems when evaluating AutoLeap or Shop-Ware because those deployments can require more configuration than teams expect.
Using template-based workflows without aligning internal SOP across departments
Mitchell 1 Manager SE requires disciplined governance for template setup and workflow rules, so a department-wide SOP alignment step is necessary before rolling out.
Ignoring declined-service tracking when follow-ups depend on prior outcomes
If the business runs declined-service follow-up processes, verify that AutoLeap or BayOS keeps declined outcomes attached to the RO so reopened work shows the prior authorization context.
How We Selected and Ranked These Tools
We evaluated each automotive service department software tool on workflow controls that connect inspection capture to repair order write-up, customer authorization, and repair status updates. Features accounted for 40% of the scoring, while ease and value each accounted for 30%, using operational usability signals like how much setup is required for workflow states and how consistently the inspection media linkage survives approvals.
We placed Matco Shop Management at the top because Matco Tools ecosystem alignment is built into the automotive repair management workflow and the cloud workflow connects estimates, inspections, and invoices into one operational sequence. We also used the presence or absence of clearly documented admin and integration support signals as a tie-breaker where workflow behavior looked similar.
Frequently Asked Questions About Automotive Service Department Software
How does Tekmetric connect inspection media to customer authorization inside a single record?
Which tool handles declined service outcomes as a first-class data trail tied to each repair order?
What breaks if a shop treats multipoint inspection as separate documents instead of embedded workflow steps?
How do Matco Shop Management and Mitchell 1 Manager SE differ for OEM-related data and labor guidance?
When a multi-bay shop needs configurable approval stages per advisor, which workflow design fits best?
How do technicians time tracking and throughput reporting differ across Shopmonkey and Fullbay?
Which integration pattern matters most when repair orders originate from a DMS?
What access controls and security features should be evaluated for admin governance and auditability?
How should data migration be planned when moving repair-order history, inspection media, and customer records into a new system?
When setup governance limits extensibility, where do shops typically hit a workflow ceiling first?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
Funding and competing interests
This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.
They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.
Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →
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